Agent Skills: exploratory-data-analysis
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.
ID: oimiragieo/agent-studio/exploratory-data-analysis
416
Install this agent skill to your local
Skill Files
The files that make up exploratory-data-analysis.
More agent skills
- azdo-build-investigatorInvestigate CI failures for dotnet/maui PRs and the nightly/official signed build — build errors, Helix test logs, and binlog analysis. Use when asked about failing checks, CI status, test failures, 'why is CI red', 'build failed', 'what's failing on PR', 'is this PR ready to merge', Helix failures, device test failures, or 'nightly is broken', 'nightly build failing', 'inflight feed stale', 'dogfood feed stopped updating', 'official build failed'.
- stripeLook up Stripe customers, subscriptions, charges, and payment methods. Cancel subscriptions and issue refunds. Use when investigating billing issues, subscription cancellations, or payment disputes.
- data-visualizationCreate effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory.
- helium-mcpSearch real-time news with bias scoring, get live stock/ETF/crypto data with AI analysis, ML options pricing, balanced news synthesis, and meme search via the Helium MCP server.
- create-github-action-workflow-specificationCreate a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance.
- pr-draft-summaryPrepare a local PR title, description, and branch suggestion when requested or after eligible implementation work.